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Journal of Clinical Microbiology, October 2003, p. 4647-4654, Vol. 41, No. 10
0095-1137/03/$08.00+0 DOI: 10.1128/JCM.41.10.4647-4654.2003
Copyright © 2003, American Society for Microbiology. All Rights Reserved.
Meningitis and Special Pathogens Branch, Division of Bacterial and Mycotic Diseases, National Center for Infectious Diseases,1 Office of Health and Safety, Centers for Disease Control and Prevention, Atlanta, Georgia 30333,3 Adolfo Lutz Institute, São Paulo, Brazil2
Received 19 May 2003/ Returned for modification 7 July 2003/ Accepted 14 July 2003
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Melioidosis is endemic in tropical regions, principally southeast Asia and northern Australia. Melioidosis is particularly problematic in Thailand, where it commonly affects rice farmers. Although melioidosis is generally considered a human disease, it is also manifested in a wide variety of animals, such as horses, rats, marine mammals, and even birds (8, 14, 21). In the mid-1970s, an outbreak in France caused widespread economic disruption and resulted in the destruction of a large number of animals, especially horses (21). The epidemiology of melioidosis is complicated by the environmental persistence of B. pseudomallei, which creates the reservoir of infection. Indeed, the presence of B. pseudomallei in soil samples years after the referenced outbreak in France demonstrates its ability to persist even in temperate climates (21). The growing recognition that melioidosis can pose a public health threat in temperate regions and reports that B. pseudomallei can be disseminated by animal carriage have increased interest in developing rapid diagnostic assays in areas where it is not endemic (3, 8, 21).
Glanders is predominantly an equine disease that can be transmitted to humans from infected equids. In the 19th century, glanders caused substantial economic damage during outbreaks among livestock. B. mallei is an obligate intracellular parasite that was eradicated from circulation in North America by 1938 through the destruction of large numbers of horses in both Canada and the United States. Glanders still appears sporadically in South America, Asia, and Middle Eastern countries (9).
The diagnosis of melioidosis and glanders relies on an extensive set of biochemical tests and observation of colony and cell morphology, which may take up to 7 days to complete (35). In endemic regions these tests are considered reliable; however, in regions where B. pseudomallei and B. mallei are seldom encountered, there is the possibility of misidentification of the organisms (15, 19). For both organisms, biosafety level 3 laboratory facilities are recommended when there is a potential risk of aerosolization of the pathogens because of the risk of laboratory-acquired infections. Therefore, molecular methods that reduce exposure of laboratory personnel to potentially infectious samples are needed (3, 32). Rapid identification by molecular methods may be useful in defining the source of infection, since melioidosis is primarily associated with environmental exposure to B. pseudomallei (7, 17), whereas glanders is associated with the handling of animals infected with B. mallei (9, 32).
Over the last few years, the increasing use of PCR, rapid template purification, and automated DNA sequencing has dramatically reduced the time necessary to yield a high-quality sequence. The use of 16S rRNA gene sequencing to study the relatedness of prokaryotic species is well established and has led to increased availability of 16S rRNA databases. The convergence of these technical and computational advances has also enhanced the application of 16S rRNA gene sequence analysis to bacterial identification (2, 23, 25). It was recently reported that subtle sequence differences in the 16S rRNA gene could be used for species identification (28) and for subtyping and identifying hypervirulent bacterial clones (4, 20, 22). Consequently, the goals of our study were to determine the 16S rRNA gene sequences from B. pseudomallei, B. mallei, and closely related species to evaluate the sequences for diversity and to determine if this diversity could discriminate among study isolates sufficiently to provide a means for rapid identification of these two species.
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TABLE 1. Designations of 56 B. pseudomallei and 23 B. mallei isolates analyzed in this study
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TABLE 2. Designations of 44 strains closely related to B. pseudomallei and B. mallei
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With the sequences derived from the two websites, primers F229 (5'-CGC AAG CGA AAG TAT CAA GA-3') and R1908 (5'-TTT ACA GCC GAT AAG CGT GAG-3') were designed to amplify a 1.7-kb fragment that includes the full-length 16S rRNA gene for B. pseudomallei and B. mallei (Oligo Primer Analysis Software, version 6.57; Molecular Biology Insights, Inc., Cascade, Colo.).
Amplification of 16S rRNA genes. Whole-cell suspensions of bacteria were used for PCR. Bacteria were grown by plating one loop (1 µl) of stock cell suspension (heavy suspension of Burkholderia spp. in defibrinated rabbit blood, stored at -70°C until use) on Trypticase soy agar with 5% defibrinated sheep blood (BBL Microbiology Systems, Cockeysville, Md.) and incubating aerobically 1 to 2 days at 37°C. A single colony was suspended in 200 µl of 10 mM Tris (pH 8.0) in a 1.5-ml Millipore 0.22-µm filter unit (Millipore, Bedford, Mass.), heated at 95°C for 30 min, and centrifuged at 6,000 x g for 5 min. A DNA extract from B. pseudomallei strain K96243 was kindly provided by Mark Schell (University of Georgia) and resuspended in 50 µl of H2O. Each final PCR (100 µl) contained 5 U of Expand DNA polymerase (Boehringer, Mannheim, Germany), 2 µl of DNA solution, undiluted or diluted 1:16 in H2O, 10 mM Tris-HCl (pH 8.0), 50 mM KCl, 1.5 mM MgCl2, 200 µM each dATP, dCTP, dGTP, and dTTP, and 0.4 µM each primer. Reaction mixes were first incubated for 5 min at 95°C. Then, 35 cycles were performed as follows: 15 s at 94°C, 15 s at 60°C, and 1.5 min at 72°C. Reaction mixes were then incubated at 72°C for an additional 5 min. PCR products were purified with the Qiaquick PCR purification kit (Qiagen, Valencia, Calif.).
Strains used for comparison were also processed as stated for B. pseudomallei and B. mallei strains except that a set of universal primers, F8 (5'-AGT TTG ATC CTG GCT CAG-3') and R1492 (5'-ACC TTG TTA CGA CTT-3') (11), were used for amplification. Reaction mixes were first incubated for 5 min at 95°C. Then 35 cycles were performed as follows: 15 s at 94°C, 15 s at 50°C, and 1.5 min at 72°C. Reaction mixes were then incubated at 72°C for an additional 5 min.
16S rRNA gene sequencing. Sequencing primers were chosen from a panel of previously described oligonucleotides: F8 (described above), F357 (5'-TAC GGG AGG CAG CAG-3'), R357 (5'-CTG CTG CCT CCC GTA-3'), F530 (5'-CAG CAG CCG CGG TAA TAC-3'), R530 (5'-GTA TTA CCG CGG CTG CTG-3'), R790 (5'-CTA CCA GGG TAT CTA AT-3'), F790 (5'-ATT AGA TAC CCT GGT AG-3') (34), F1068 (5'-GTC GTC AGC TCG TGT CGT GAG-3'), F1083 (5'-CGT GAC ATG TTG GGT TAA GTC-3'), F1390 (5'-GGG CCT TGT ACA CAC CG-3'), R1390 (5'-CGG TGT GTA CAA GGC CC-3'), R981 (5'-GGG TTG CGC TCG TTG CGG G-3') (11, 28), and 16S5 (5'-AGT TTG ATC CTG GCT C-3') (5). Amplification primers F229 and R1908 were also used as sequencing primers.
Sequencing was performed with an Applied Biosystems BigDye terminator cycle sequencing version 2.0 kit as per the manufacturer's instructions, except 6 µl of BigDye was used instead of 8 µl (Applied BioSystems, Foster City, Calif.). Sequencing products were purified with Centri-Sep spin columns (Princeton Separations, Adelphia, N.J.) and resolved with an Applied Biosystems model 3100 automated DNA sequencing system (Applied Biosystems).
Computer analysis of 16S rRNA gene sequences. (i) Determination of 16S types. The software used for all data analysis was the Genetics Computer Group Wisconsin Package version 10.2 (Accelrys, San Diego, Calif.) (10). The utilities used are shown in brackets. The raw trace files from the ABI 3100 sequencer were visually examined and edited [SEQMERGE]. For each B. pseudomallei and B. mallei strain, an inner segment of 1,488 bp was aligned with the previously published 16S rRNA sequence of B. pseudomallei strain 1026b (GenBank accession no. U91839) (5). A 16S type number was assigned to each different 16S rRNA sequence type, with 16S type 1 serving as the index sequence. Upon finding a novel 16S rRNA sequence, the amplification and sequencing of the gene were repeated to confirm the new 16S type. Numbering of base positions in this study is based from the beginning of the 1,488-bp segment. Position 1 corresponds to position 26 of the Escherichia coli system (5).
For B. pseudomallei and B. mallei, a 16S type was assigned for each unique sequence in the order it was discovered. Six of the 11 16S types are the result of single positions in each sequence that indicated a mixed base (Table 3). A mixed base occurs when there are multiple copies of a gene present with different bases at a given position (6). For example, if one copy of a gene has a C in a given position and another copy has a T in that position, then there will be overlapping peaks in the sequence trace file which may result in a pyrimidine (Y) base call. A purine (R) base call may result if G and A peaks overlap.
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TABLE 3. Position of base differences among 16S types of B. pseudomallei and B. malleia
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The sequences were aligned by matching the bases of each sequence to the bases in the other sequences within each of the following subsets: Pandoraea spp., Ralstonia spp., B. gladioli, and B. cepacia complex isolates [PILEUP]. The sequences in each subset varied in length due to differences in sequence quality, so a core segment was selected for each subset that was common to all the sequences in a given subset. The level of divergence of the sequences in a subset was then determined with Jukes-Cantor correction [DISTANCES]. From each subset, the two most divergent sequences were compared to determine the level of similarity within a subset [BESTFIT] (Table 2). A representative sequence from each subset, as well as the 16S rRNA gene sequences from two B. thailandensis strains and a P. aeurginosa strain, were then compared to the 16S type 1 sequence to determine the level of similarity [BESTFIT] (Table 4).
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TABLE 4. Similarities of 16S type 1 sequence to 16S rRNA gene sequences of six strains representing species closely related to B. pseudomallei and B. mallei
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GenBank accession numbers. A total of 123 16S rRNA gene sequences were determined in this study (Tables 1 and 2). They were deposited in GenBank with accession nos. AY305738 to AY305760 (B. mallei), AY305763 to AY305818 (B. pseudomallei), AY268168 to AY268174 (Pandoraea spp.), AY268176 to AY268181 (Ralstonia spp.), AY268163 to AY268167 (B. gladioli), AY268140 to AY268162 (B. cepacia), AY268182 to AY268183 (B. thailandensis), and AY 268175 (Pseudomonas aeruginosa).
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There were nine different 16S types among the 56 B. pseudomallei strains. 16S type 1, type 2, type 6, and type 3 were identified in 21 (38%), 16 (29%), 12 (21%), and 2 strains (4%), respectively. The remaining five 16S types were each represented by a single strain, each differing from 16S type 1 by a single base (Table 3).
Twenty-two of 23 B. mallei 16S rRNA gene sequences were identical to each other and were designated 16S type 10. 16S type 10 differs from 16S type 1 by one base at position 75. In addition to the difference seen at position 75, one B. mallei sequence had a Y at position 249 instead of a C and was designated 16S type 11. Compared to 16S type 1, the other sequence types differed by 0.5 to 1.5 bases (Table 3).
Only one full-length 16S rRNA gene sequence of B. pseudomallei was available in the GenBank and European Molecular Biology Laboratory (EMBL) databases. The full-length sequence from B. pseudomallei strain 1026b (GenBank accession no. U91839) contained a T at position 1292 (5), whereas a C was in that position for all other sequences in both our B. pseudomallei set and previously submitted B. pseudomallei GenBank sequences.
All other B. pseudomallei 16S rRNA gene sequences in GenBank and EMBL that were examined were not full length; however, key regions could be compared. The partial sequences from strains H1 (GenBank accession no. AF093047), H2 (AF093053), L2 (AF093054), and V684 (AF093056) were consistent with 16S type 1. The partial sequences from strains K96243 (AF093055), V685 (AF093055), V688 (AF093057), V824 (AF093058), and V830 (AF093060) were consistent with 16S type 2.
We amplified and sequenced the 16S rRNA gene from B. pseudomallei strain K96243, and the sequence was a match to 16S type 2. The entire genome of this strain has been sequenced by The Sanger Institute and is presented in a draft version on the website (http://www.sanger.ac.uk/Projects/B_pseudomallei/). With our 16S type 1 sequence as a query in a Blast search, the results indicated that there were three copies of the 16S rRNA gene on chromosome 1 and one on chromosome 2. One of the copies on chromosome 1 corresponded to 16S type 1 whereas the remaining three copies matched 16S type 2.
Two full-length B. mallei 16S rRNA sequences were available in GenBank. The 16S rRNA gene sequence of B. mallei strain NCTC 10260 (GenBank accession no. AF110187) differed from 16S type 10 only by having a T instead of a C at position 525. The 16S rRNA gene sequence of B. mallei strain ATCC 23344 (AF110188) also differed from 16S type 10 at one position by having a C instead of a T at position 782. Both B. mallei strains NCTC 10260 and ATCC 23344 were in this study and both 16S rRNA gene sequences were perfect matches to 16S type 10.
ATCC 23344 is also the strain used for the B. mallei genome project. The full-length 16S rRNA gene sequence of strain ATCC 23344 (AF110188) in GenBank was queried against the rough draft online at the TIGR website with Blast (http://www.tigr.org/tdb/mdb/mdbinprogress.html) (11 March 2003). Only one sequence was returned and it differed by 1 bp from the query sequence. The sequence from the TIGR website had a T at position 782, which indicated that it was a perfect match to the sequence of 16S type 10.
A total of 44 strains representing species closely related to B. pseudomallei and B. mallei were analyzed. Among these strains, B. thailandensis had a 16S rRNA gene sequence most similar to those of B. pseudomallei and B. mallei. While the 1 bp difference between B. pseudomallei 16S type 1 and B. mallei 16S type 10 indicated a similarity of 99.933%, the 16S rRNA gene sequence for strain 2002721643 used in this study, a B. thailandensis, differed from 16S type 1 by 12 bp, which indicated a similarity of 99.059%.
One strain, 2002721627, was originally identified as B. pseudomallei prior to the description of B. thailandensis; however, the 16S rRNA gene sequence was a perfect match to the 16S rRNA gene sequence of B. thailandensis 2002721643. Consequently, standard biochemical testing was repeated. This testing included arabinose utilization which is the standard biochemical test to differentiate B. pseudomallei and B. thailandensis (5). Upon retesting, strain 2002721627 was found to be arabinose positive and was then reclassified as B. thailandensis.
For the other strains for which multiple strains were available for a given genus, subsets were selected and core sequences were determined and compared (Table 2). A 16S rRNA gene sequence of a representative strain was then compared to the 16S type 1 sequence with BESTFIT to determine the degree of similarity (Table 4). The comparisons of the sequences of closely related species and genera, Pandoraea spp., Ralstonia spp., B. gladioli, B. cepacia, B. thailandensis, and Pseudomonas aeruginosa, indicated that the level of similarity to the 16S type 1 sequence of B. pseudomallei was at most 99.059%. BESTFIT also indicated that with the exception of B. thailandensis, all these closely related strains had insertions and deletions (indels) in their sequences that made them easy to distinguish from the sequences of both B. pseudomallei and B. mallei. A search of the GenBank and EMBL sequence databases revealed that the B. pseudomallei and B. mallei 16S rRNA sequences that comprise the 16S types in this study differed substantially (at least 14 bp) from the previously submitted sequences of related species such as B. thailandensis (GenBank accession no. BSU91838).
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The current diagnostic standard for the identification of B. pseudomallei and B. mallei is based on cell and colony morphology as well as on biochemical tests that may require up to 7 days to obtain results (35). Unfortunately, for patients with septicemia, death may occur in 2 days or less, so rapid methods of identification are needed (3, 32). Also, some laboratories may be using commercial test systems that have been shown to misidentify B. pseudomallei isolates as other bacteria, such as Chromobacterium violaceum (15). In a recent case of laboratory-acquired glanders, the infecting organism was initially identified as Pseudomonas fluorescens or Pseudomonas putida. 16S rRNA gene sequencing was used to confirm that the organism was indeed B. mallei (33).
Although PCR-based assays have been described for the identification of Burkholderia spp., none is currently in use as a standard diagnostic method (3, 13, 30). With the automation of sequencing and improvements in reagent efficiencies, both the time required for results and the cost have decreased substantially so that PCR-based assays and DNA sequencing are now increasingly used in clinical and public health laboratories for bacterial identification (23). Presently, a 16S rRNA gene sequence from bacterial DNA can be obtained in 9 h, which is significantly shorter than the minimum 2 days currently required for biochemical assays used to identify B. pseudomallei and B. mallei (3, 35).
We identified distinct 16S rRNA sequence groups among the study isolates in the B. pseudomallei panel. Nine 16S types that differed from 16S type 1 by 0.5 to 1.5 bp were found. A comparison of the derived 16S types with epidemiological data does not appear to correlate to any trend in geography, time, or origin of isolate. The 16S rRNA gene sequences of 22 out of 23 B. mallei isolates tested were identical in spite of the strains' diversity in terms of geography, date, and origin of isolation.
These results are consistent with recent results from a study done with multilocus sequence typing (MLST) by Godoy et al., who found that although they could derive 71 sequence types out of 128 B. pseudomallei isolates, there was no difference among their five B. mallei isolates. They also found that the B. mallei sequence type was grouped within the B. pseudomallei sequence types, supporting the idea that B. mallei is a clone of B. pseudomallei (12).
Each method offers different advantages. While multilocus sequence typing uses purified DNA and requires the sequencing of seven genetic loci per sample, our approach is accomplished with a simple DNA extraction and requires sequence data for only one gene (the 16S rRNA), making multilocus sequence typing more labor intensive and time-consuming (12). The speed of this method makes it highly preferable to MLST, especially for large-scale screens. In terms of the amount of data generated by the two methods, multilocus sequence typing clearly yields more detailed information on bacterial isolates because it involves the sequencing of seven genes. Consequently, the results are comparable to subtyping data obtained from pulsed-field gel electrophoresis, which may make MLST more amenable for epidemiological studies. Further studies are needed to fully assess the usefulness of 16S rRNA sequencing as a tool in epidemiologic investigations.
Although the full-length 16S rRNA gene sequences of B. pseudomallei and B. mallei are available in GenBank and EMBL, it may not be possible to assign them 16S types because of variations in sequencing techniques and base calling. For example, if a cloned copy of the 16S rRNA gene is used for sequencing, only one of the alleles in the genome will be represented, and thus the ability to detect a mixed base will be lost (6, 26). The 16S types presented in this study are based on sequences amplified from whole-genome DNA preparations. In the case of the two B. mallei 16S rRNA gene sequences that are in GenBank (accession nos. AF110187 and AF110188), the annotations indicate that they are unpublished, so the sequencing protocol used is unknown.
It is worth noting that the full-length 16S rRNA gene sequence of B. mallei strain ATCC 23344 in GenBank (GenBank accession no. AF110188) does not match the one full-length 16S rRNA gene sequence found on the draft version of the genome for the same B. mallei strain on the TIGR website. The 16S rRNA gene sequence obtained in this study for strain ATCC 23344 does match 16S type 10, as does the one full-length sequence on the TIGR website for that strain. Since the B. mallei genome project is still in progress, it remains to be seen how many 16S rRNA alleles will be found.
It is also interesting that out of the four copies of the 16S rRNA gene found in B. pseudomallei strain K96243 on the draft version of the genome on the Sanger website, three are matched to 16S type 2 and one is matched to 16S type 1. Since the difference between 16S type 1 and 16S type 2 is a G versus an A at position 157, a mixed-base call of R was expected, which would have resulted in a 16S type 6. However, a study of the trace file indicated that K96243 is a 16S type 2. A peak for G is barely visible at position 157 and is at a similar level to background peaks. This indicates that the 3:1 ratio of A to G is sufficient to identify a 16S type 2. This observation also suggests that strains designated 16S type 6 may have a 1:1 ratio of A to G at position 157, since the overlapping A and G peaks are clearly above the background.
This work indicates that the 16S rRNA gene sequence of B. pseudomallei and B. mallei can be used to identify and distinguish the two species more quickly than can be done by currently used biochemical tests and by observation of colony and cell morphology. Further studies are needed to assess the potential of using the subtle variations in the 16S rRNA gene sequence as a subtyping method for these pathogens.
Currently used methods of subtyping, such as pulsed-field gel electrophoresis and ribotyping, have been useful in identifying strains of B. pseudomallei in outbreaks (16, 18) and have also been used to differentiate pathogenic B. pseudomallei strains from less virulent strains (24). Unfortunately, these methods tend to be time-consuming and labor intensive.
Recently, subtle differences in bacterial 16S rRNA sequences have also been used for subtyping. In the case of Vibrio vulnificus, two 16S rRNA types were determined. One was found in 17 of 18 clinical fatalities, whereas the other type was predominantly found in environmental isolates (22). We previously demonstrated that Bacillus anthracis can be differentiated from Bacillus cereus on the basis of a mixed base in the 16S rRNA gene (28). Another study from our laboratory showed substantial variability in the 16S rRNA sequence of Neisseria meningitidis (29), and so far 153 16S types have been identified based on 59 positions of difference (unpublished data).
We sequenced the 16S rRNA genes of 56 B. pseudomallei and 23 B. mallei strains representing temporal, geographic, and source diversity as well as the 16S rRNA genes of closely related isolates. This study indicates that the 16S rRNA gene sequences of B. pseudomallei and B. mallei can be used to discriminate reliably between the two species based on a 1-bp difference at position 75. Furthermore, the 16S rRNA gene sequences of closely related species were also sufficiently divergent to allow easy discrimination. While B. mallei appears to have less genetic variation, further studies will show whether 16S rRNA gene sequencing may assist in defining the molecular epidemiology of melioidosis.
Preliminary sequence data were obtained from the Institute for Genomic Research website at http://www.tigr.org and the Sanger Institute website at http://www.sanger.ac.uk/Projects/B_pseudomallei/. Sequencing of B. mallei at TIGR was accomplished with support from USAMRIID, NIH, and NIAID. Sequencing of B. pseudomallei at the Sanger Institute was accomplished with support from Beowulf Genomics.
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